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          <h1 class="post-title" itemprop="name headline">Python 词云分析周杰伦《晴天》</h1>
        

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        <p>词云可以通过网站 <a href="https://wordart.com/" target="_blank" rel="noopener">https://wordart.com/</a> 纽扣词云<a href="http://cloud.niucodata.com/" target="_blank" rel="noopener">http://cloud.niucodata.com/</a> 来制作，然而 Python 可以通过代码来实现，下面开始吧。</p>
<p><img src="https://upload-images.jianshu.io/upload_images/17817191-de54e88a7d3a239c.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240" alt="image.png"></p>
<figure class="highlight js"><table><tr><td class="gutter"><pre><span class="line">1</span><br><span class="line">2</span><br><span class="line">3</span><br><span class="line">4</span><br><span class="line">5</span><br><span class="line">6</span><br><span class="line">7</span><br><span class="line">8</span><br><span class="line">9</span><br><span class="line">10</span><br><span class="line">11</span><br><span class="line">12</span><br><span class="line">13</span><br><span class="line">14</span><br><span class="line">15</span><br><span class="line">16</span><br><span class="line">17</span><br><span class="line">18</span><br><span class="line">19</span><br><span class="line">20</span><br><span class="line">21</span><br><span class="line">22</span><br><span class="line">23</span><br><span class="line">24</span><br><span class="line">25</span><br><span class="line">26</span><br><span class="line">27</span><br><span class="line">28</span><br><span class="line">29</span><br><span class="line">30</span><br><span class="line">31</span><br><span class="line">32</span><br><span class="line">33</span><br><span class="line">34</span><br><span class="line">35</span><br><span class="line">36</span><br><span class="line">37</span><br><span class="line">38</span><br><span class="line">39</span><br><span class="line">40</span><br><span class="line">41</span><br><span class="line">42</span><br><span class="line">43</span><br><span class="line">44</span><br><span class="line">45</span><br><span class="line">46</span><br><span class="line">47</span><br><span class="line">48</span><br><span class="line">49</span><br><span class="line">50</span><br><span class="line">51</span><br><span class="line">52</span><br><span class="line">53</span><br><span class="line">54</span><br><span class="line">55</span><br><span class="line">56</span><br><span class="line">57</span><br><span class="line">58</span><br><span class="line">59</span><br><span class="line">60</span><br><span class="line">61</span><br><span class="line">62</span><br><span class="line">63</span><br><span class="line">64</span><br><span class="line">65</span><br><span class="line">66</span><br><span class="line">67</span><br><span class="line">68</span><br><span class="line">69</span><br><span class="line">70</span><br><span class="line">71</span><br><span class="line">72</span><br><span class="line">73</span><br><span class="line">74</span><br><span class="line">75</span><br><span class="line">76</span><br><span class="line">77</span><br><span class="line">78</span><br><span class="line">79</span><br><span class="line">80</span><br><span class="line">81</span><br><span class="line">82</span><br><span class="line">83</span><br><span class="line">84</span><br><span class="line">85</span><br><span class="line">86</span><br><span class="line">87</span><br><span class="line">88</span><br><span class="line">89</span><br><span class="line">90</span><br><span class="line">91</span><br><span class="line">92</span><br><span class="line">93</span><br><span class="line">94</span><br><span class="line">95</span><br><span class="line">96</span><br><span class="line">97</span><br><span class="line">98</span><br><span class="line">99</span><br><span class="line">100</span><br><span class="line">101</span><br><span class="line">102</span><br><span class="line">103</span><br><span class="line">104</span><br><span class="line">105</span><br><span class="line">106</span><br><span class="line">107</span><br><span class="line">108</span><br><span class="line">109</span><br><span class="line">110</span><br><span class="line">111</span><br><span class="line">112</span><br><span class="line">113</span><br><span class="line">114</span><br><span class="line">115</span><br><span class="line">116</span><br><span class="line">117</span><br><span class="line">118</span><br></pre></td><td class="code"><pre><span class="line">pip install wordcloud ,jieba</span><br><span class="line"><span class="keyword">import</span> jieba,wordcloud</span><br><span class="line">#选取周杰伦的《晴天》歌词</span><br><span class="line">mytext = <span class="string">""</span><span class="string">"</span></span><br><span class="line"><span class="string">故事的小黄花</span></span><br><span class="line"><span class="string">从出生那年就飘着</span></span><br><span class="line"><span class="string">童年的荡秋千</span></span><br><span class="line"><span class="string">随记忆一直晃到现在</span></span><br><span class="line"><span class="string">ㄖㄨㄟ ㄙㄡ ㄙㄡ ㄒ一 ㄉㄡ ㄒ一ㄌㄚ</span></span><br><span class="line"><span class="string">Re So So Si Do Si La</span></span><br><span class="line"><span class="string">ㄙㄡ ㄌㄚ ㄒ一 ㄒ一 ㄒ一 ㄒ一 ㄌㄚ ㄒ一 ㄌㄚ ㄙㄡ</span></span><br><span class="line"><span class="string">So La Si Si Si Si La Si La So</span></span><br><span class="line"><span class="string">吹着前奏望着天空</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">我想起花瓣试着掉落</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">为你翘课的那一天</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">花落的那一天</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">教室的那一间</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">我怎么看不见</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">消失的下雨天</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">我好想再淋一遍</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">没想到失去的勇气我还留着</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">好想再问一遍</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">你会等待还是离开</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">刮风这天我试过握着你手</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">但偏偏雨渐渐大到我看你不见</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">还要多久我才能在你身边</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">等到放晴的那天也许我会比较好一点</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">从前从前有个人爱你很久</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">但偏偏风渐渐把距离吹得好远</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">好不容易又能再多爱一天</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">但故事的最后你好像还是说了拜拜</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">为你翘课的那一天</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">花落的那一天</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">教室的那一间</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">我怎么看不见</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">消失的下雨天</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">我好想再淋一遍</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">没想到失去的勇气我还留着</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">好想再问一遍</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">你会等待还是离开</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">刮风这天我试过握着你手</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">但偏偏雨渐渐大到我看你不见</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">还要多久我才能在你身边</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">等到放晴的那天也许我会比较好一点</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">从前从前有个人爱你很久</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">偏偏风渐渐把距离吹得好远</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">好不容易又能再多爱一天</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">但故事的最后你好像还是说了拜拜</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">刮风这天我试过握着你手</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">但偏偏雨渐渐大到我看你不见</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">还要多久我才能够在你身边</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">等到放晴那天也许我会比较好一点</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">从前从前有个人爱你很久</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">但偏偏雨渐渐把距离吹得好远</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">好不容易又能再多爱一天</span></span><br><span class="line"><span class="string"></span></span><br><span class="line"><span class="string">但故事的最后你好像还是说了拜</span></span><br><span class="line"><span class="string">"</span><span class="string">""</span></span><br><span class="line">mytext = <span class="string">" "</span>.join(jieba.cut(mytext))</span><br><span class="line"><span class="keyword">from</span> collections <span class="keyword">import</span> Counter</span><br><span class="line">c = Counter(text_jieba)</span><br><span class="line">c = c.most_common(<span class="number">10</span>)</span><br><span class="line"></span><br><span class="line">[(<span class="string">' '</span>, <span class="number">522</span>), (<span class="string">'\n'</span>, <span class="number">98</span>), (<span class="string">'你'</span>, <span class="number">19</span>), (<span class="string">'的'</span>, <span class="number">17</span>), (<span class="string">'我'</span>, <span class="number">13</span>), (<span class="string">'好'</span>, <span class="number">10</span>), (<span class="string">'但'</span>,</span><br><span class="line"><span class="number">8</span>), (<span class="string">'着'</span>, <span class="number">8</span>), (<span class="string">'再'</span>, <span class="number">7</span>), (<span class="string">'ㄒ'</span>, <span class="number">7</span>)]</span><br><span class="line"><span class="keyword">from</span> wordcloud <span class="keyword">import</span> WordCloud</span><br><span class="line">wordcloud = WordCloud(font_path=<span class="string">"c:\windows\fonts\simhei.ttf"</span>).generate(mytext)</span><br><span class="line"></span><br><span class="line"><span class="keyword">import</span> matplotlib.pyplot <span class="keyword">as</span> plt</span><br><span class="line">plt.imshow(wordcloud, interpolation=<span class="string">'bilinear'</span>)</span><br><span class="line">plt.axis(<span class="string">"off"</span>)</span><br><span class="line">plt.show()</span><br><span class="line"># 保存图片</span><br><span class="line">wordcloud.to_file(<span class="string">'test.jpg'</span>)</span><br></pre></td></tr></table></figure>
<p><img src="https://upload-images.jianshu.io/upload_images/17817191-a8419c1874dbf31e.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240" alt="image.png"></p>
<p>下面进行歌词的情感分析<br><figure class="highlight"><table><tr><td class="gutter"><pre><span class="line">1</span><br><span class="line">2</span><br><span class="line">3</span><br><span class="line">4</span><br><span class="line">5</span><br><span class="line">6</span><br><span class="line">7</span><br><span class="line">8</span><br><span class="line">9</span><br><span class="line">10</span><br><span class="line">11</span><br><span class="line">12</span><br><span class="line">13</span><br><span class="line">14</span><br><span class="line">15</span><br><span class="line">16</span><br><span class="line">17</span><br><span class="line">18</span><br><span class="line">19</span><br><span class="line">20</span><br><span class="line">21</span><br><span class="line">22</span><br><span class="line">23</span><br><span class="line">24</span><br><span class="line">25</span><br><span class="line">26</span><br><span class="line">27</span><br><span class="line">28</span><br><span class="line">29</span><br><span class="line">30</span><br><span class="line">31</span><br><span class="line">32</span><br><span class="line">33</span><br><span class="line">34</span><br><span class="line">35</span><br><span class="line">36</span><br><span class="line">37</span><br><span class="line">38</span><br><span class="line">39</span><br><span class="line">40</span><br><span class="line">41</span><br><span class="line">42</span><br><span class="line">43</span><br><span class="line">44</span><br><span class="line">45</span><br><span class="line">46</span><br><span class="line">47</span><br><span class="line">48</span><br><span class="line">49</span><br><span class="line">50</span><br><span class="line">51</span><br><span class="line">52</span><br><span class="line">53</span><br><span class="line">54</span><br><span class="line">55</span><br><span class="line">56</span><br><span class="line">57</span><br><span class="line">58</span><br><span class="line">59</span><br><span class="line">60</span><br><span class="line">61</span><br><span class="line">62</span><br><span class="line">63</span><br><span class="line">64</span><br><span class="line">65</span><br><span class="line">66</span><br></pre></td><td class="code"><pre><span class="line"><span class="keyword">from</span> snownlp <span class="keyword">import</span> SnowNLP</span><br><span class="line">s = SnowNLP(mytext)</span><br><span class="line"><span class="keyword">for</span> sentence <span class="keyword">in</span> s.sentences:</span><br><span class="line">    print(sentence)</span><br><span class="line"></span><br><span class="line">故事 的 小黄花</span><br><span class="line">从 出生 那年 就 飘 着</span><br><span class="line">童年 的 荡秋千</span><br><span class="line">随 记忆 一直 晃到 现在</span><br><span class="line">ㄖ ㄨ ㄟ   ㄙ ㄡ   ㄙ ㄡ   ㄒ 一   ㄉ ㄡ   ㄒ 一 ㄌ ㄚ</span><br><span class="line">Re   So   So   Si   Do   Si   La</span><br><span class="line">ㄙ ㄡ   ㄌ ㄚ   ㄒ 一   ㄒ 一   ㄒ 一   ㄒ 一   ㄌ ㄚ   ㄒ 一   ㄌ ㄚ   ㄙ ㄡ</span><br><span class="line">So   La   Si   Si   Si   Si   La   Si   La   So</span><br><span class="line">吹 着 前奏 望 着 天空</span><br><span class="line">我 想起 花瓣 试着 掉落</span><br><span class="line">为 你 翘 课 的 那 一天</span><br><span class="line">花落 的 那 一天</span><br><span class="line">教室 的 那 一间</span><br><span class="line">我 怎么 看不见</span><br><span class="line">消失 的 下雨天</span><br><span class="line">我 好 想 再 淋 一遍</span><br><span class="line">没想到 失去 的 勇气 我 还 留 着</span><br><span class="line">好 想 再 问 一遍</span><br><span class="line">你 会 等待 还是 离开</span><br><span class="line">刮风 这天 我试 过握 着 你 手</span><br><span class="line">但 偏偏 雨 渐渐 大到 我 看 你 不见</span><br><span class="line">还要 多久 我 才能 在 你 身边</span><br><span class="line">等到 放晴 的 那天 也许 我会 比较 好 一点</span><br><span class="line">从前 从前 有 个人 爱 你 很 久</span><br><span class="line">但 偏偏 风 渐渐 把 距离 吹得 好 远</span><br><span class="line">好不容易 又 能 再 多 爱 一天</span><br><span class="line">但 故事 的 最后 你 好像 还是 说 了 拜拜</span><br><span class="line">为 你 翘 课 的 那 一天</span><br><span class="line">花落 的 那 一天</span><br><span class="line">教室 的 那 一间</span><br><span class="line">我 怎么 看不见</span><br><span class="line">消失 的 下雨天</span><br><span class="line">我 好 想 再 淋 一遍</span><br><span class="line">没想到 失去 的 勇气 我 还 留 着</span><br><span class="line">好 想 再 问 一遍</span><br><span class="line">你 会 等待 还是 离开</span><br><span class="line">刮风 这天 我试 过握 着 你 手</span><br><span class="line">但 偏偏 雨 渐渐 大到 我 看 你 不见</span><br><span class="line">还要 多久 我 才能 在 你 身边</span><br><span class="line">等到 放晴 的 那天 也许 我会 比较 好 一点</span><br><span class="line">从前 从前 有 个人 爱 你 很 久</span><br><span class="line">偏偏 风 渐渐 把 距离 吹得 好 远</span><br><span class="line">好不容易 又 能 再 多 爱 一天</span><br><span class="line">但 故事 的 最后 你 好像 还是 说 了 拜拜</span><br><span class="line">刮风 这天 我试 过握 着 你 手</span><br><span class="line">但 偏偏 雨 渐渐 大到 我 看 你 不见</span><br><span class="line">还要 多久 我 才 能够 在 你 身边</span><br><span class="line">等到 放晴 那天 也许 我会 比较 好 一点</span><br><span class="line">从前 从前 有 个人 爱 你 很 久</span><br><span class="line">但 偏偏 雨 渐渐 把 距离 吹得 好 远</span><br><span class="line">好不容易 又 能 再 多 爱 一天</span><br><span class="line">但 故事 的 最后 你 好像 还是 说 了 拜</span><br><span class="line"></span><br><span class="line">#第一句的情感分析结果</span><br><span class="line">s1 = SnowNLP(s.sentences[<span class="number">0</span>])</span><br><span class="line">s1.sentiments</span><br><span class="line">0.8849970682062196#正向情感</span><br><span class="line">#分析 好不容易 又 能 再 多 爱 一天</span><br><span class="line">s1 = SnowNLP(s.sentences[<span class="number">-2</span>])</span><br><span class="line">s1.sentiments</span><br><span class="line">0.21646625648493734#这个情绪就比较负面了</span><br></pre></td></tr></table></figure></p>
<p>公众号：苏生不惑</p>
<p><img src="https://upload-images.jianshu.io/upload_images/17817191-07e7d6bb987909f8.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240" alt="image.png"></p>

      
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<script type="text/javascript">
    (function() {
        // 匿名函数，防止污染全局变量
        var utterances = document.createElement('script');
        utterances.type = 'text/javascript';
        utterances.async = true;
        utterances.setAttribute('issue-term','0')
        utterances.setAttribute('theme','')
        utterances.setAttribute('repo','sushengbuhuo/laravel_ioc_demo')
        utterances.crossorigin = 'anonymous';
        utterances.src = 'https://utteranc.es/client.js';
        // content 是要插入评论的地方
        document.getElementById('gitment-container').appendChild(utterances);
    })();
</script>


  

  <script type="text/javascript">
    // Popup Window;
    var isfetched = false;
    var isXml = true;
    // Search DB path;
    var search_path = "search.xml";
    if (search_path.length === 0) {
      search_path = "search.xml";
    } else if (/json$/i.test(search_path)) {
      isXml = false;
    }
    var path = "/" + search_path;
    // monitor main search box;

    var onPopupClose = function (e) {
      $('.popup').hide();
      $('#local-search-input').val('');
      $('.search-result-list').remove();
      $('#no-result').remove();
      $(".local-search-pop-overlay").remove();
      $('body').css('overflow', '');
    }

    function proceedsearch() {
      $("body")
        .append('<div class="search-popup-overlay local-search-pop-overlay"></div>')
        .css('overflow', 'hidden');
      $('.search-popup-overlay').click(onPopupClose);
      $('.popup').toggle();
      var $localSearchInput = $('#local-search-input');
      $localSearchInput.attr("autocapitalize", "none");
      $localSearchInput.attr("autocorrect", "off");
      $localSearchInput.focus();
    }

    // search function;
    var searchFunc = function(path, search_id, content_id) {
      'use strict';

      // start loading animation
      $("body")
        .append('<div class="search-popup-overlay local-search-pop-overlay">' +
          '<div id="search-loading-icon">' +
          '<i class="fa fa-spinner fa-pulse fa-5x fa-fw"></i>' +
          '</div>' +
          '</div>')
        .css('overflow', 'hidden');
      $("#search-loading-icon").css('margin', '20% auto 0 auto').css('text-align', 'center');

      $.ajax({
        url: path,
        dataType: isXml ? "xml" : "json",
        async: true,
        success: function(res) {
          // get the contents from search data
          isfetched = true;
          $('.popup').detach().appendTo('.header-inner');
          var datas = isXml ? $("entry", res).map(function() {
            return {
              title: $("title", this).text(),
              content: $("content",this).text(),
              url: $("url" , this).text()
            };
          }).get() : res;
          var input = document.getElementById(search_id);
          var resultContent = document.getElementById(content_id);
          var inputEventFunction = function() {
            var searchText = input.value.trim().toLowerCase();
            var keywords = searchText.split(/[\s\-]+/);
            if (keywords.length > 1) {
              keywords.push(searchText);
            }
            var resultItems = [];
            if (searchText.length > 0) {
              // perform local searching
              datas.forEach(function(data) {
                var isMatch = false;
                var hitCount = 0;
                var searchTextCount = 0;
                var title = data.title.trim();
                var titleInLowerCase = title.toLowerCase();
                var content = data.content.trim().replace(/<[^>]+>/g,"");
                var contentInLowerCase = content.toLowerCase();
                var articleUrl = decodeURIComponent(data.url);
                var indexOfTitle = [];
                var indexOfContent = [];
                // only match articles with not empty titles
                if(title != '') {
                  keywords.forEach(function(keyword) {
                    function getIndexByWord(word, text, caseSensitive) {
                      var wordLen = word.length;
                      if (wordLen === 0) {
                        return [];
                      }
                      var startPosition = 0, position = [], index = [];
                      if (!caseSensitive) {
                        text = text.toLowerCase();
                        word = word.toLowerCase();
                      }
                      while ((position = text.indexOf(word, startPosition)) > -1) {
                        index.push({position: position, word: word});
                        startPosition = position + wordLen;
                      }
                      return index;
                    }

                    indexOfTitle = indexOfTitle.concat(getIndexByWord(keyword, titleInLowerCase, false));
                    indexOfContent = indexOfContent.concat(getIndexByWord(keyword, contentInLowerCase, false));
                  });
                  if (indexOfTitle.length > 0 || indexOfContent.length > 0) {
                    isMatch = true;
                    hitCount = indexOfTitle.length + indexOfContent.length;
                  }
                }

                // show search results

                if (isMatch) {
                  // sort index by position of keyword

                  [indexOfTitle, indexOfContent].forEach(function (index) {
                    index.sort(function (itemLeft, itemRight) {
                      if (itemRight.position !== itemLeft.position) {
                        return itemRight.position - itemLeft.position;
                      } else {
                        return itemLeft.word.length - itemRight.word.length;
                      }
                    });
                  });

                  // merge hits into slices

                  function mergeIntoSlice(text, start, end, index) {
                    var item = index[index.length - 1];
                    var position = item.position;
                    var word = item.word;
                    var hits = [];
                    var searchTextCountInSlice = 0;
                    while (position + word.length <= end && index.length != 0) {
                      if (word === searchText) {
                        searchTextCountInSlice++;
                      }
                      hits.push({position: position, length: word.length});
                      var wordEnd = position + word.length;

                      // move to next position of hit

                      index.pop();
                      while (index.length != 0) {
                        item = index[index.length - 1];
                        position = item.position;
                        word = item.word;
                        if (wordEnd > position) {
                          index.pop();
                        } else {
                          break;
                        }
                      }
                    }
                    searchTextCount += searchTextCountInSlice;
                    return {
                      hits: hits,
                      start: start,
                      end: end,
                      searchTextCount: searchTextCountInSlice
                    };
                  }

                  var slicesOfTitle = [];
                  if (indexOfTitle.length != 0) {
                    slicesOfTitle.push(mergeIntoSlice(title, 0, title.length, indexOfTitle));
                  }

                  var slicesOfContent = [];
                  while (indexOfContent.length != 0) {
                    var item = indexOfContent[indexOfContent.length - 1];
                    var position = item.position;
                    var word = item.word;
                    // cut out 100 characters
                    var start = position - 20;
                    var end = position + 80;
                    if(start < 0){
                      start = 0;
                    }
                    if (end < position + word.length) {
                      end = position + word.length;
                    }
                    if(end > content.length){
                      end = content.length;
                    }
                    slicesOfContent.push(mergeIntoSlice(content, start, end, indexOfContent));
                  }

                  // sort slices in content by search text's count and hits' count

                  slicesOfContent.sort(function (sliceLeft, sliceRight) {
                    if (sliceLeft.searchTextCount !== sliceRight.searchTextCount) {
                      return sliceRight.searchTextCount - sliceLeft.searchTextCount;
                    } else if (sliceLeft.hits.length !== sliceRight.hits.length) {
                      return sliceRight.hits.length - sliceLeft.hits.length;
                    } else {
                      return sliceLeft.start - sliceRight.start;
                    }
                  });

                  // select top N slices in content

                  var upperBound = parseInt('1');
                  if (upperBound >= 0) {
                    slicesOfContent = slicesOfContent.slice(0, upperBound);
                  }

                  // highlight title and content

                  function highlightKeyword(text, slice) {
                    var result = '';
                    var prevEnd = slice.start;
                    slice.hits.forEach(function (hit) {
                      result += text.substring(prevEnd, hit.position);
                      var end = hit.position + hit.length;
                      result += '<b class="search-keyword">' + text.substring(hit.position, end) + '</b>';
                      prevEnd = end;
                    });
                    result += text.substring(prevEnd, slice.end);
                    return result;
                  }

                  var resultItem = '';

                  if (slicesOfTitle.length != 0) {
                    resultItem += "<li><a href='" + articleUrl + "' class='search-result-title'>" + highlightKeyword(title, slicesOfTitle[0]) + "</a>";
                  } else {
                    resultItem += "<li><a href='" + articleUrl + "' class='search-result-title'>" + title + "</a>";
                  }

                  slicesOfContent.forEach(function (slice) {
                    resultItem += "<a href='" + articleUrl + "'>" +
                      "<p class=\"search-result\">" + highlightKeyword(content, slice) +
                      "...</p>" + "</a>";
                  });

                  resultItem += "</li>";
                  resultItems.push({
                    item: resultItem,
                    searchTextCount: searchTextCount,
                    hitCount: hitCount,
                    id: resultItems.length
                  });
                }
              })
            };
            if (keywords.length === 1 && keywords[0] === "") {
              resultContent.innerHTML = '<div id="no-result"><i class="fa fa-search fa-5x" /></div>'
            } else if (resultItems.length === 0) {
              resultContent.innerHTML = '<div id="no-result"><i class="fa fa-frown-o fa-5x" /></div>'
            } else {
              resultItems.sort(function (resultLeft, resultRight) {
                if (resultLeft.searchTextCount !== resultRight.searchTextCount) {
                  return resultRight.searchTextCount - resultLeft.searchTextCount;
                } else if (resultLeft.hitCount !== resultRight.hitCount) {
                  return resultRight.hitCount - resultLeft.hitCount;
                } else {
                  return resultRight.id - resultLeft.id;
                }
              });
              var searchResultList = '<ul class=\"search-result-list\">';
              resultItems.forEach(function (result) {
                searchResultList += result.item;
              })
              searchResultList += "</ul>";
              resultContent.innerHTML = searchResultList;
            }
          }

          if ('auto' === 'auto') {
            input.addEventListener('input', inputEventFunction);
          } else {
            $('.search-icon').click(inputEventFunction);
            input.addEventListener('keypress', function (event) {
              if (event.keyCode === 13) {
                inputEventFunction();
              }
            });
          }

          // remove loading animation
          $(".local-search-pop-overlay").remove();
          $('body').css('overflow', '');

          proceedsearch();
        }
      });
    }

    // handle and trigger popup window;
    $('.popup-trigger').click(function(e) {
      e.stopPropagation();
      if (isfetched === false) {
        searchFunc(path, 'local-search-input', 'local-search-result');
      } else {
        proceedsearch();
      };
    });

    $('.popup-btn-close').click(onPopupClose);
    $('.popup').click(function(e){
      e.stopPropagation();
    });
    $(document).on('keyup', function (event) {
      var shouldDismissSearchPopup = event.which === 27 &&
        $('.search-popup').is(':visible');
      if (shouldDismissSearchPopup) {
        onPopupClose();
      }
    });
  </script>





  

  

  

  
  

  

  

  

  
<script>
  ((window.gitter = {}).chat = {}).options = {
    //room替换成自己的聊天室名称即可，room的名称规则是：username/roomname
    room: 'sushengbuhuo-chat/mychat'
  };
</script>
<script src="https://sidecar.gitter.im/dist/sidecar.v1.js" async defer></script>

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